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Health insurance as a productive factor

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  • Dizioli, Allan
  • Pinheiro, Roberto
Abstract
In this paper, we present a less-explored channel through which health insurance impacts productivity: by offering health insurance, employers reduce the expected time workers spend out of work in sick days. Using data from the Medical Expenditure Panel Survey (MEPS), we show that a worker with health coverage misses on average 76.54% fewer workdays than uninsured workers, after controlling for endogeneity. We develop a model that embodies this impact of health coverage in productivity. In our model, health insurance reduces the probability that a healthy worker gets sick, missing workdays, and it increases the probability that a sick worker recovers and returns to work. In our model, firms that offer health insurance are larger and pay higher wages in equilibrium, a pattern observed in the data. We calibrated the model using US data for 2004 and show the impact of increases in health costs, as well as of changes in tax benefits of health insurance expenses, on labor force health coverage and productivity.

Suggested Citation

  • Dizioli, Allan & Pinheiro, Roberto, 2016. "Health insurance as a productive factor," Labour Economics, Elsevier, vol. 40(C), pages 1-24.
  • Handle: RePEc:eee:labeco:v:40:y:2016:i:c:p:1-24
    DOI: 10.1016/j.labeco.2016.03.002
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    as
    1. Cameron,A. Colin & Trivedi,Pravin K., 2013. "Regression Analysis of Count Data," Cambridge Books, Cambridge University Press, number 9781107667273.
    2. Tomas J. Philipson & Seth A. Seabury & Lee M. Lockwood & Dana P. Goldman & Darius N. Lakdawalla, 2010. "Geographic Variation in Health Care: The Role of Private Markets," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 41(1 (Spring), pages 325-361.
    3. Burdett, Kenneth & Mortensen, Dale T, 1980. "Search, Layoffs, and Labor Market Equilibrium," Journal of Political Economy, University of Chicago Press, vol. 88(4), pages 652-672, August.
    4. Jolivet, Gregory & Postel-Vinay, Fabien & Robin, Jean-Marc, 2006. "The empirical content of the job search model: Labor mobility and wage distributions in Europe and the US," European Economic Review, Elsevier, vol. 50(4), pages 877-907, May.
    5. Thomas C. Buchmueller & Alan C. Monheit, 2009. "Employer-Sponsored Health Insurance and the Promise of Health Insurance Reform," NBER Working Papers 14839, National Bureau of Economic Research, Inc.
    6. Terza, Joseph V. & Basu, Anirban & Rathouz, Paul J., 2008. "Two-stage residual inclusion estimation: Addressing endogeneity in health econometric modeling," Journal of Health Economics, Elsevier, vol. 27(3), pages 531-543, May.
    7. Arleen Leibowitz, 1983. "Fringe Benefits in Employee Compensation," NBER Chapters, in: The Measurement of Labor Cost, pages 371-394, National Bureau of Economic Research, Inc.
    8. Pinheiro, Roberto & Visschers, Ludo, 2015. "Unemployment risk and wage differentials," Journal of Economic Theory, Elsevier, vol. 157(C), pages 397-424.
    9. Jonathan Gruber & James M. Poterba, 1993. "Tax Incentives and the Decision to Purchase Health Insurance: Evidence from the Self-Employed," NBER Working Papers 4435, National Bureau of Economic Research, Inc.
    10. Iourii Manovskii & Bjoern Bruegemann, 2009. "Fragility: A Quantitative Analysis of the US Health Insurance System," 2009 Meeting Papers 1246, Society for Economic Dynamics.
    11. Stock, James H & Wright, Jonathan H & Yogo, Motohiro, 2002. "A Survey of Weak Instruments and Weak Identification in Generalized Method of Moments," Journal of Business & Economic Statistics, American Statistical Association, vol. 20(4), pages 518-529, October.
    12. William M. Gentry & Eric Peress, 1994. "Taxes and Fringe Benefits Offered by Employers," NBER Working Papers 4764, National Bureau of Economic Research, Inc.
    13. Jonathan Gruber & James M. Poterba, 1996. "Tax Subsidies to Employer-Provided Health Insurance," NBER Chapters, in: Empirical Foundations of Household Taxation, pages 135-168, National Bureau of Economic Research, Inc.
    14. Louise Sheiner, 2014. "Why the Geographic Variation in Health Care Spending Cannot Tell Us Much About the Efficiency or Quality of Our Health Care System," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 45(2 (Fall)), pages 1-72.
    15. repec:bla:manchs:v:68:y:2000:i:5:p:568-77 is not listed on IDEAS
    16. Gary Solon & Steven J. Haider & Jeffrey M. Wooldridge, 2015. "What Are We Weighting For?," Journal of Human Resources, University of Wisconsin Press, vol. 50(2), pages 301-316.
    17. Donna B. Gilleskie, 1998. "A Dynamic Stochastic Model of Medical Care Use and Work Absence," Econometrica, Econometric Society, vol. 66(1), pages 1-46, January.
    18. Hanming Fang & Alessandro Gavazza, 2011. "Dynamic Inefficiencies in an Employment-Based Health Insurance System: Theory and Evidence," American Economic Review, American Economic Association, vol. 101(7), pages 3047-3077, December.
    19. Brown, James N & Light, Audrey, 1992. "Interpreting Panel Data on Job Tenure," Journal of Labor Economics, University of Chicago Press, vol. 10(3), pages 219-257, July.
    20. Kenneth Burdett & Dale T. Mortensen, 1989. "Equilibrium Wage Differentials and Employer Size," Discussion Papers 860, Northwestern University, Center for Mathematical Studies in Economics and Management Science.
    21. Daniel L. Millimet & Ian K. McDonough, 2017. "Dynamic Panel Data Models With Irregular Spacing: With an Application to Early Childhood Development," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 32(4), pages 725-743, June.
    22. Jonathan Gruber & James Poterba, 1994. "Tax Incentives and the Decision to Purchase Health Insurance: Evidence from the Self-Employed," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 109(3), pages 701-733.
    23. Xiao Xu & Gail A. Jensen, 2012. "Does health insurance reduce illness-related worker absenteeism?," Applied Economics, Taylor & Francis Journals, vol. 44(35), pages 4591-4603, December.
    24. Jonathan Gruber & Alan B. Krueger, 1991. "The Incidence of Mandated Employer-Provided Insurance: Lessons from Workers' Compensation Insurance," NBER Chapters, in: Tax Policy and the Economy, Volume 5, pages 111-144, National Bureau of Economic Research, Inc.
    25. Louise Sheiner, 2014. "Why the Geographic Variation in Health Care Spending Cannot Tell Us Much About the Efficiency or Quality of Our Health Care System," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 49(2 (Fall)), pages 1-72.
    26. Tim Barmby & Gesine Stephen, 2000. "Worker Absenteeism: Why Firm Size May Matter," Manchester School, University of Manchester, vol. 68(5), pages 568-577, September.
    27. Paul Sullivan & Ted To, 2014. "Search and Nonwage Job Characteristics," Journal of Human Resources, University of Wisconsin Press, vol. 49(2), pages 472-507.
    28. StÈphane Bonhomme & GrÈgory Jolivet, 2009. "The pervasive absence of compensating differentials," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 24(5), pages 763-795.
    29. Bowlus, Audra J & Kiefer, Nicholas M & Neumann, George R, 1995. "Estimation of Equilibrium Wage Distributions with Heterogeneity," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 10(S), pages 119-131, Suppl. De.
    30. Currie, Janet & Madrian, Brigitte C., 1999. "Health, health insurance and the labor market," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 50, pages 3309-3416, Elsevier.
    31. Jonathan Gruber, 2008. "The Tax Exclusion for Employer-Sponsored Health Insurance," NBER Chapters, in: Economic Analysis of Tax Expenditures, National Bureau of Economic Research, Inc.
    32. Charles Brown & Greg J. Duncan & Frank P. Stafford, 1996. "Data Watch: The Panel Study of Income Dynamics," Journal of Economic Perspectives, American Economic Association, vol. 10(2), pages 155-168, Spring.
    33. Robert Shimer, 2005. "The Cyclical Behavior of Equilibrium Unemployment and Vacancies," American Economic Review, American Economic Association, vol. 95(1), pages 25-49, March.
    34. Matthew S. Dey & Christopher J. Flinn, 2005. "An Equilibrium Model of Health Insurance Provision and Wage Determination," Econometrica, Econometric Society, vol. 73(2), pages 571-627, March.
    35. Jessica Primoff Vistnes, 1997. "Gender Differences in Days Lost from Work Due to Illness," ILR Review, Cornell University, ILR School, vol. 50(2), pages 304-323, January.
    36. Stephen A. Woodbury & Wei-Jang Huang, 1991. "The Tax Treatment of Fringe Benefits," Books from Upjohn Press, W.E. Upjohn Institute for Employment Research, number ttfb, December.
    37. Jack E. Triplett, 1983. "The Measurement of Labor Cost," NBER Books, National Bureau of Economic Research, Inc, number trip83-1.
    38. Burdett, Kenneth & Mortensen, Dale T, 1998. "Wage Differentials, Employer Size, and Unemployment," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 39(2), pages 257-273, May.
    39. Dunn, Abe & Shapiro, Adam Hale & Liebman, Eli, 2013. "Geographic variation in commercial medical-care expenditures: A framework for decomposing price and utilization," Journal of Health Economics, Elsevier, vol. 32(6), pages 1153-1165.
    40. Andreas Hornstein & Per Krusell & Giovanni L. Violante, 2011. "Frictional Wage Dispersion in Search Models: A Quantitative Assessment," American Economic Review, American Economic Association, vol. 101(7), pages 2873-2898, December.
    41. Gruber, Jonathan, 1994. "The Incidence of Mandated Maternity Benefits," American Economic Review, American Economic Association, vol. 84(3), pages 622-641, June.
    42. David Cutler, 1994. "Market Failure in Small Group Health Insurance," NBER Working Papers 4879, National Bureau of Economic Research, Inc.
    43. repec:fth:prinin:279 is not listed on IDEAS
    44. Jonathan Gruber & Alan Krueger, 1990. "The Incidence of Mandated Employer-Provided Insurance: Lessons from Workers' Compensations Insurance," Working Papers 659, Princeton University, Department of Economics, Industrial Relations Section..
    45. Melvyn G. Coles, 2001. "Equilibrium Wage Dispersion, Firm Size and Growth," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 4(1), pages 159-187, January.
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    2. Naoki Aizawa & Hanming Fang, 2015. "Equilibrium Labor Market Search and Health Insurance Reform, Second Version," PIER Working Paper Archive 15-024, Penn Institute for Economic Research, Department of Economics, University of Pennsylvania, revised 28 Jun 2015.
    3. Phuong Huu Khiem & Yu-Chen Kuo, 2022. "Health insurance reform impact on children’s educational attainment: evidence from Vietnam," Review of Economics of the Household, Springer, vol. 20(4), pages 1255-1285, December.
    4. Naoki Aizawa & Hanming Fang, 2020. "Equilibrium Labor Market Search and Health Insurance Reform," Journal of Political Economy, University of Chicago Press, vol. 128(11), pages 4258-4336.
    5. Susanna Thede, 2018. "A model of trade, task offshoring and social insurance," International Economics and Economic Policy, Springer, vol. 15(4), pages 787-802, October.
    6. Argys, Laura M. & Friedson, Andrew I. & Pitts, M. Melinda & Tello-Trillo, D. Sebastian, 2020. "Losing public health insurance: TennCare reform and personal financial distress," Journal of Public Economics, Elsevier, vol. 187(C).
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    8. Elena Grinza & François Rycx, 2020. "The Impact of Sickness Absenteeism on Firm Productivity: New Evidence from Belgian Matched Employer–Employee Panel Data," Industrial Relations: A Journal of Economy and Society, Wiley Blackwell, vol. 59(1), pages 150-194, January.
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    12. McBain, Florence, 2014. "Health insurance and health environment: India’s subsidized health insurance in a context of limited water and sanitation services," Working Papers 179200, University of Bonn, Center for Development Research (ZEF).
    13. Syamsiyatul Muzayyanah & Cheng-Yih Hong & Rishan Adha & Su-Fen Yang, 2023. "The Non-Linear Relationship between Air Pollution, Labor Insurance and Productivity: Multivariate Adaptive Regression Splines Approach," Sustainability, MDPI, vol. 15(12), pages 1-20, June.
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    More about this item

    Keywords

    Health; Health insurance; Labor productivity; Labor markets;
    All these keywords.

    JEL classification:

    • E20 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - General (includes Measurement and Data)
    • E24 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Employment; Unemployment; Wages; Intergenerational Income Distribution; Aggregate Human Capital; Aggregate Labor Productivity
    • E25 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Aggregate Factor Income Distribution
    • E62 - Macroeconomics and Monetary Economics - - Macroeconomic Policy, Macroeconomic Aspects of Public Finance, and General Outlook - - - Fiscal Policy; Modern Monetary Theory
    • I10 - Health, Education, and Welfare - - Health - - - General
    • J32 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Nonwage Labor Costs and Benefits; Retirement Plans; Private Pensions
    • J63 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Turnover; Vacancies; Layoffs
    • J78 - Labor and Demographic Economics - - Labor Discrimination - - - Public Policy (including comparable worth)

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